# Information extraction

**URL:** <https://discuss.huggingface.co/t/information-extraction/48286>\
**Category:** Research\
**Created:** [July 26, 2023, 7:21pm UTC](https://discuss.huggingface.co/t/information-extraction/48286 "2023-07-26T19:21:26Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![Eitanli](https://avatars.discourse-cdn.com/v4/letter/e/5fc32e/32.png) [@Eitanli](https://discuss.huggingface.co/u/Eitanli)\
**Post date:** [July 26, 2023, 7:21pm UTC](https://discuss.huggingface.co/t/information-extraction/48286/1 "2023-07-26T19:21:26Z")

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Hi,  
I need to extract several fixed keys from an unstructured short texts finally converted into json like structured output.  
The values may include several tokens.  
Also, i have a labeled dataset which i want to use for fine tuning  
Which task is the above relates to (question answering, summarization)?  
Any preferred models to fine tune?  
Thanks!  
Eitan